Evidence map›Paper›PMID 41656380›Full record

ArticleScientific reports2026

Developing a culturally grounded mental health literacy framework for the United Arab Emirates using Grounded Theory and Delphi consensus.

Rouwida ElKhalil, Hiba Adam, Rasha Bayoumi, Syed Javaid, Nadia Albreiki, Syeda Zoha Fatima Naqvi, Zufishan Alam, Luai A Ahmed, Rami H Al-Rifai, Emad Masuadi and 1 more

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors.

Rouwida ElKhalilInstitute of Public Health, College of Medicine and Health Sciences, United Arab Emirates University, P.O. Box 15551, Al Ain, United Arab Emirates.
Hiba AdamInstitute of Public Health, College of Medicine and Health Sciences, United Arab Emirates University, P.O. Box 15551, Al Ain, United Arab Emirates.
Rasha BayoumiSchool of Psychology, University of Birmingham, Dubai, United Arab Emirates.
Syed JavaidDepartment of Psychiatry, College of Medicine and Health Sciences, United Arab Emirates University, P.O. Box 15551, Al Ain, United Arab Emirates.
Nadia AlbreikiInstitute of Public Health, College of Medicine and Health Sciences, United Arab Emirates University, P.O. Box 15551, Al Ain, United Arab Emirates.
Syeda Zoha Fatima NaqviSchool of Psychology, University of Birmingham, Dubai, United Arab Emirates.
Zufishan AlamSchool of Health and Environmental Studies, Hamdan Bin Mohammed Smart University, Dubai, United Arab Emirates.
Luai A AhmedInstitute of Public Health, College of Medicine and Health Sciences, United Arab Emirates University, P.O. Box 15551, Al Ain, United Arab Emirates.
Rami H Al-RifaiInstitute of Public Health, College of Medicine and Health Sciences, United Arab Emirates University, P.O. Box 15551, Al Ain, United Arab Emirates.
Emad MasuadiInstitute of Public Health, College of Medicine and Health Sciences, United Arab Emirates University, P.O. Box 15551, Al Ain, United Arab Emirates.
Iffat ElbaraziInstitute of Public Health, College of Medicine and Health Sciences, United Arab Emirates University, P.O. Box 15551, Al Ain, United Arab Emirates. ielbarazi@uaeu.ac.ae.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Mental health literacy (MHL) is essential for recognizing and managing mental disorders. However, existing frameworks are largely Western and may not reflect the United Arab Emirates’ (UAE) collectivist and multicultural context. Limited research has examined how UAE healthcare professionals understand MHL, highlighting the need for a culturally grounded conceptual framework. This study established a culturally grounded framework for MHL specific to the United Arab Emirates. Using a two-phase design, healthcare professionals’ perspectives were explored through Grounded Theory, and expert consensus was established via the Delphi method. The analysis identified MHL as a multidimensional construct encompassing knowledge, attitudes, skills, and actions across four social levels: personal, interpersonal, organizational, and community. The Delphi panel (n = 10) achieved strong consensus (I-CVI ≥ 0.90; κ ≥ 0.74), thereby validating the operational definitions for the construct dimensions. The resulting model underscores MHL as an action-oriented, socially embedded competency shaped by cultural norms. This research contributes to the global discourse on MHL by introducing a collectivist, context-responsive perspective relevant to multicultural health systems. The findings provide a strong foundation for developing culturally sensitive training, policies, and mental health promotion strategies tailored to diverse populations.

Indexed as

Health LiteracyMental HealthAdultConsensusCultural CompetencyDelphi TechniqueFemaleGrounded TheoryHealth Knowledge, Attitudes, PracticeHealth PersonnelHumansMaleUnited Arab EmiratesConceptDelphi methodMental health literacyQualitative

Identifiers

PMID41656380
PMCPMC12949069

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LicenceCC BY-NC-ND
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.